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Cross-Species Extrapolation of Prediction Models for Cadmium Transfer from Soil to Corn Grain
Cadmium (Cd) is a highly toxic heavy metal for both plants and animals. The presence of Cd in agricultural soils is of great concern regarding its transfer in the soil-plant system. This study investigated the transfer of Cd (exogenous salts) from a wide range of Chinese soils to corn grain (Zhengda...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3855640/ https://www.ncbi.nlm.nih.gov/pubmed/24324636 http://dx.doi.org/10.1371/journal.pone.0080855 |
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author | Yang, Hua Li, Zhaojun Lu, Lu Long, Jian Liang, Yongchao |
author_facet | Yang, Hua Li, Zhaojun Lu, Lu Long, Jian Liang, Yongchao |
author_sort | Yang, Hua |
collection | PubMed |
description | Cadmium (Cd) is a highly toxic heavy metal for both plants and animals. The presence of Cd in agricultural soils is of great concern regarding its transfer in the soil-plant system. This study investigated the transfer of Cd (exogenous salts) from a wide range of Chinese soils to corn grain (Zhengdan 958). Through multiple stepwise regressions, prediction models were developed, with the combination of Cd bioconcentration factor (BCF) of Zhengdan 958 and soil pH, organic matter (OM) content, and cation exchange capacity (CEC). Moreover, these prediction models from Zhengdan 958 were applied to other non-model corn species through cross-species extrapolation approach. The results showed that the pH of the soil was the most important factor that controlled Cd uptake and lower pH was more favorable for Cd bioaccumulation in corn grain. There was no significant difference among three prediction models in the different Cd levels. When the prediction models were applied to other non-model corn species, the ratio ranges between the predicted BCF values and the measured BCF values were within an interval of 2 folds and close to the solid line of 1∶1 relationship. Furthermore, these prediction models also reduced the measured BCF intra-species variability for all non-model corn species. Therefore, the prediction models established in this study can be applied to other non-model corn species and be useful for predicting the Cd bioconcentration in corn grain and assessing the ecological risk of Cd in different soils. |
format | Online Article Text |
id | pubmed-3855640 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-38556402013-12-09 Cross-Species Extrapolation of Prediction Models for Cadmium Transfer from Soil to Corn Grain Yang, Hua Li, Zhaojun Lu, Lu Long, Jian Liang, Yongchao PLoS One Research Article Cadmium (Cd) is a highly toxic heavy metal for both plants and animals. The presence of Cd in agricultural soils is of great concern regarding its transfer in the soil-plant system. This study investigated the transfer of Cd (exogenous salts) from a wide range of Chinese soils to corn grain (Zhengdan 958). Through multiple stepwise regressions, prediction models were developed, with the combination of Cd bioconcentration factor (BCF) of Zhengdan 958 and soil pH, organic matter (OM) content, and cation exchange capacity (CEC). Moreover, these prediction models from Zhengdan 958 were applied to other non-model corn species through cross-species extrapolation approach. The results showed that the pH of the soil was the most important factor that controlled Cd uptake and lower pH was more favorable for Cd bioaccumulation in corn grain. There was no significant difference among three prediction models in the different Cd levels. When the prediction models were applied to other non-model corn species, the ratio ranges between the predicted BCF values and the measured BCF values were within an interval of 2 folds and close to the solid line of 1∶1 relationship. Furthermore, these prediction models also reduced the measured BCF intra-species variability for all non-model corn species. Therefore, the prediction models established in this study can be applied to other non-model corn species and be useful for predicting the Cd bioconcentration in corn grain and assessing the ecological risk of Cd in different soils. Public Library of Science 2013-12-06 /pmc/articles/PMC3855640/ /pubmed/24324636 http://dx.doi.org/10.1371/journal.pone.0080855 Text en © 2013 Yang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Yang, Hua Li, Zhaojun Lu, Lu Long, Jian Liang, Yongchao Cross-Species Extrapolation of Prediction Models for Cadmium Transfer from Soil to Corn Grain |
title | Cross-Species Extrapolation of Prediction Models for Cadmium Transfer from Soil to Corn Grain |
title_full | Cross-Species Extrapolation of Prediction Models for Cadmium Transfer from Soil to Corn Grain |
title_fullStr | Cross-Species Extrapolation of Prediction Models for Cadmium Transfer from Soil to Corn Grain |
title_full_unstemmed | Cross-Species Extrapolation of Prediction Models for Cadmium Transfer from Soil to Corn Grain |
title_short | Cross-Species Extrapolation of Prediction Models for Cadmium Transfer from Soil to Corn Grain |
title_sort | cross-species extrapolation of prediction models for cadmium transfer from soil to corn grain |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3855640/ https://www.ncbi.nlm.nih.gov/pubmed/24324636 http://dx.doi.org/10.1371/journal.pone.0080855 |
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